dMOPSO_main.java

/**
 * dMOPSO_main.java
 * 
 * @version 1.0
 */

package jmetal.metaheuristics.dmopso;

import jmetal.core.Algorithm;
import jmetal.core.Problem;
import jmetal.core.SolutionSet;
import jmetal.operators.mutation.Mutation;
import jmetal.problems.ProblemFactory;
import jmetal.problems.ZDT.ZDT1;
import jmetal.qualityIndicator.QualityIndicator;
import jmetal.util.Configuration;
import jmetal.util.JMException;

import java.io.IOException;
import java.util.HashMap;
import java.util.logging.FileHandler;
import java.util.logging.Logger;

public class dMOPSO_main {
  public static Logger      logger_ ;      // Logger object
  public static FileHandler fileHandler_ ; // FileHandler object

  /**
   * @param args Command line arguments. The first (optional) argument specifies 
   *             the problem to solve.
   * @throws JMException 
   * @throws IOException 
   * @throws SecurityException 
   * Usage: three options
   *      - jmetal.metaheuristics.mocell.MOCell_main
   *      - jmetal.metaheuristics.mocell.MOCell_main problemName
   *      - jmetal.metaheuristics.mocell.MOCell_main problemName ParetoFrontFile
   */
  public static void main(String [] args) throws JMException, IOException, ClassNotFoundException {
    Problem   problem   ;  // The problem to solve
    Algorithm algorithm ;  // The algorithm to use
    Mutation  mutation  ;  // "Turbulence" operator
    HashMap  parameters ; // Operator parameters
    QualityIndicator indicators ; // Object to get quality indicators
        
    // Logger object and file to store log messages
    logger_      = Configuration.logger_ ;
    fileHandler_ = new FileHandler("dMOPSO_main.log"); 
    logger_.addHandler(fileHandler_) ;
    
    indicators = null ;
    if (args.length == 1) {
      Object [] params = {"Real"};
      problem = (new ProblemFactory()).getProblem(args[0],params);
    } // if
    else if (args.length == 2) {
      Object [] params = {"Real"};
      problem = (new ProblemFactory()).getProblem(args[0],params);
      indicators = new QualityIndicator(problem, args[1]) ;
    } // if
    else { // Default problem
//      problem = new Metamatching("Real"); 
      //problem = new Kursawe("Real", 3);
      //problem = new Fonseca("Real");
      //problem = new Water("Real");
      //problem = new ZDT1("ArrayReal", 1000);
      problem = new ZDT1("Real");
      //problem = new ZDT2("Real");
      //problem = new WFG1("Real");
      //problem = new DTLZ1("Real");
      //problem = new OKA2("Real") ;
      //problem = new LZ09_F1("Real");
    } // else

    algorithm = new dMOPSO(problem) ;
    
    // Algorithm parameters
    algorithm.setInputParameter("swarmSize",100);
    algorithm.setInputParameter("maxAge",2);
    algorithm.setInputParameter("maxIterations",250);
    algorithm.setInputParameter("functionType","_TCHE");
    
    parameters = new HashMap() ;

    // Execute the Algorithm 
    long initTime = System.currentTimeMillis();
    SolutionSet population = algorithm.execute();
    long estimatedTime = System.currentTimeMillis() - initTime;
    
    // Result messages 
    logger_.info("Total execution time: "+estimatedTime + "ms");
    logger_.info("Objectives values have been writen to file FUN");
    population.printObjectivesToFile("FUN");
    logger_.info("Variables values have been writen to file VAR");
    population.printVariablesToFile("VAR");      
    
    if (indicators != null) {
      logger_.info("Quality indicators") ;
      logger_.info("Hypervolume: " + indicators.getHypervolume(population)) ;
      logger_.info("GD         : " + indicators.getGD(population)) ;
      logger_.info("IGD        : " + indicators.getIGD(population)) ;
      logger_.info("Spread     : " + indicators.getSpread(population)) ;
      logger_.info("Epsilon    : " + indicators.getEpsilon(population)) ;
    } // if                   
  } //main
} // dMOPSO_main